conftrace_

geometric complexity

4 papers

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Co-occurring keywords · papers mentioning both

linear region (1) dirichlet energy (1) graph neural network (1) spectral norm regularization (1) set system (1) tropical geometry (1) parameter initialization (1) few-shot setting (1) foundation model (1) implicit regularization (1)

Papers

The Impact of Geometric Complexity on Neural Collapse in Transfer Learning NeurIPS 2024 What do Graph Neural Networks learn? Insights from Tropical Geometry NeurIPS 2024 Why neural networks find simple solutions: The many regularizers of geometric complexity NeurIPS 2022 Tight Lower Bounds on the VC-dimension of Geometric Set Systems JMLR 2019